Data Mining Approach for Extraction of Useful Information About Biologically Active Compounds from Publications

A lot of high quality data on the biological activity of chemical compounds are required throughout the whole drug discovery process: from development of computational models of the structure–activity relationship to experimental testing of lead compounds and their validation in clinics. Currently,...

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Veröffentlicht in:	Journal of chemical information and modeling 2019-09, Vol.59 (9), p.3635-3644
Hauptverfasser:	Tarasova, Olga A, Biziukova, Nadezhda Yu, Filimonov, Dmitry A, Poroikov, Vladimir V, Nicklaus, Marc C
Format:	Artikel
Sprache:	eng
Schlagworte:	Bioassays Biological activity Chemical activity Chemical compounds Data mining Documents Fragments Lead compounds Machine learning Organic chemistry Scientific papers Toxicity
Online-Zugang:	Volltext
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